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February 15, 2024
Using Grouped Features to Improve Explainable AI Results for Atmospheric AI Models th...
Evan Krell, Philippe Tissot, Antonios Mamalakis, et al.
November 01, 2024
Emulating Daytime ABI Cloud Optical Properties at Night with Machine Learning
Charles Harrison White, Yoo-Jeong Noh, John Haynes, et al.
December 07, 2022
Creating and evaluating uncertainty estimates with neural networks for environmental-...
Katherine Haynes, Ryan Lagerquist, Marie McGraw, et al.
April 05, 2022
Detection of forced change within combined climate fields using explainable neural ne...
Jamin Kurtis Rader, Elizabeth A. Barnes, Imme Ebert-Uphoff, et al.
December 11, 2020
Strengthened causal connections between the MJO and the North Atlantic with climate w...
Savini M. Samarasinghe, Elizabeth A. Barnes, Charlotte Connolly, et al.
April 29, 2021
Machine Learning for Clouds and Climate (Invited Chapter for the AGU Geophysical Mono...
Tom Beucler, Imme Ebert-Uphoff, Stephan Rasp, et al.